wrqf's repositories
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Resources about time series forecasting and deep learning.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Approaching-Almost-Any-Machine-Learning-Problem-
Approaching (Almost) Any Machine Learning Problem中译版
Awesome-Backbones
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
awesome-chatgpt-prompts
This repo includes ChatGPT prompt curation to use ChatGPT better.
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
Awesome_Underwater_Datasets
Pointers to large-scale underwater datasets and relevant resources.
BlenderProc
A procedural Blender pipeline for photorealistic training image generation
ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复
cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
CvPytorch
CvPytorch is an open source COMPUTER VISION toolbox based on PyTorch.
Deep-learning-datasets
整理分类深度学习各方向公开数据集
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
FFC
This is an official pytorch implementation of Fast Fourier Convolution.
flash-cosine-sim-attention
Implementation of fused cosine similarity attention in the same style as Flash Attention
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
imgaug
Image augmentation for machine learning experiments.
leetcode
Leetcode solutions
LibMTL
A PyTorch Library for Multi-Task Learning
openai-translator
基于 ChatGPT API 的划词翻译浏览器插件和跨平台桌面端应用 - Browser extension and cross-platform desktop application for translation based on ChatGPT API.
pytorch-classifier
image classifier implement in pytoch.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-loss
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
PyTorch-Networks
Pytorch implementation of cnn network
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
PytorchPipeline
Pytorch pipeline template
SegLoss
A collection of loss functions for medical image segmentation
tchMaterial-parser
国家中小学智慧教育平台 电子课本下载工具
YolactFonchi
Yolact with save best weights